
Overview

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This comprehensive tutorial provides a complete introduction to the Pandas library in just under two and a half hours, with free downloadable notes included. Master essential data manipulation skills starting with an introduction to Pandas fundamentals, then progress through Series and DataFrame objects, data selection techniques, and practical data operations. Learn critical skills in data cleaning, preprocessing, aggregation, and grouping, followed by methods for combining datasets through merging, joining, and concatenation. The tutorial concludes with time series analysis and data visualization techniques, offering a well-structured path to becoming proficient in Python's most popular data analysis library.
Syllabus
0:00 Introduction To Pandas
15:46 Pandas Series
35:14 Pandas DataFrame
01:00:40 Indexing and Selection
01:09:50 Working with Data
01:19:44 Data Cleaning and Preprocessing
01:32:06 Data Aggregation and Grouping
01:43:18 Merging, Joining and Concatenation
01:55:40 Working with Time Series
02:10:10 Data Visualization
Taught by
5 Minutes Engineering